US9520067B2 - Air traffic control assistance system, air traffic control assistance method, and storage medium - Google Patents
Air traffic control assistance system, air traffic control assistance method, and storage medium Download PDFInfo
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- US9520067B2 US9520067B2 US14/780,867 US201414780867A US9520067B2 US 9520067 B2 US9520067 B2 US 9520067B2 US 201414780867 A US201414780867 A US 201414780867A US 9520067 B2 US9520067 B2 US 9520067B2
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- 238000005070 sampling Methods 0.000 description 36
- 238000010586 diagram Methods 0.000 description 15
- 238000000926 separation method Methods 0.000 description 9
- 230000003111 delayed effect Effects 0.000 description 5
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- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G5/00—Traffic control systems for aircraft, e.g. air-traffic control [ATC]
- G08G5/04—Anti-collision systems
- G08G5/045—Navigation or guidance aids, e.g. determination of anti-collision manoeuvers
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G5/00—Traffic control systems for aircraft, e.g. air-traffic control [ATC]
- G08G5/0017—Arrangements for implementing traffic-related aircraft activities, e.g. arrangements for generating, displaying, acquiring or managing traffic information
- G08G5/0026—Arrangements for implementing traffic-related aircraft activities, e.g. arrangements for generating, displaying, acquiring or managing traffic information located on the ground
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G5/00—Traffic control systems for aircraft, e.g. air-traffic control [ATC]
- G08G5/0043—Traffic management of multiple aircrafts from the ground
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G5/00—Traffic control systems for aircraft, e.g. air-traffic control [ATC]
- G08G5/0073—Surveillance aids
- G08G5/0082—Surveillance aids for monitoring traffic from a ground station
Definitions
- the present invention relates to an air traffic control assistance system, an air traffic control assistance method, and a storage medium assisting air traffic controllers by displaying states of aircraft in the case of assuming that a conflict avoidance proposal is employed.
- a device described in PTL 1 generates an avoidance proposal to avoid a conflict and displays respective avoidance proposals in order based on priorities of the avoidance proposals.
- a device described in PTL 1 displays avoidance proposals in order based on priority of the avoidance proposals.
- the priority is, however, determined by a standard different from the number of other aircrafts approaching an aircraft corresponding to an avoidance proposal in the future.
- An object of the present invention is therefore to provide an air traffic control assistance system, an air traffic control assistance method, and an air traffic control assistance program capable of displaying reliability of an avoidance proposal at present and in the future in a mode that an air traffic controller can easily understand.
- FIG. 1 is an explanatory diagram illustrating an example of an output screen of an air traffic control assistance system of the present invention.
- FIG. 3 is a schematic diagram illustrating a figure expressing a range of an oceanic air traffic control separation of an aircraft in vicinity.
- FIG. 9 is a block diagram illustrating main components of the present invention.
- a “FIX” denotes a passing point of an aircraft indicated by a flight plan.
- the x and y coordinates express the position of an FIX.
- time passing time of an aircraft
- time is expressed as a coordinate of a t axis perpendicular to the x axis and the y axis.
- FIG. 1 is an explanatory diagram illustrating an example of an output screen of an air traffic control assistance system of the present invention.
- the horizontal axis illustrated in FIG. 1 expresses sequence of FIXs in order of passing time of an aircraft.
- the vertical axis illustrated in FIG. 1 expresses time.
- the interval between FIXs shown on the horizontal axis expresses the distance between the FIXs.
- the air traffic control assistance system of the present invention displays a graph (refer to FIG. 1 ) using FIXs determined by a flight plan of an aircraft corresponding to the avoidance proposal on the horizontal axis and using time on the vertical axis.
- the air traffic assistance system specifies, on the graph, time when an aircraft corresponding to the avoidance proposal passes each of the FIXs in the case of changing the state of the aircraft in accordance with the avoidance proposal and also displays a line 11 connecting points expressing the passing time of the FIXs.
- the line will be described as a reference line 11 .
- the aircraft corresponding to the avoidance proposal will be described as an aircraft of interest. All of aircrafts other than the aircraft of interest will be described as aircrafts in vicinity.
- the air traffic control assistance system may also display a line 12 connecting points expressing passing time of the FIXs in the case where the aircraft of interest travels at legal upper limit speed and a line 13 connecting points expressing passing time of the FIXs in the case where the aircraft of interest travels at legal lower limit speed.
- Each of ellipses 15 illustrated in FIG. 1 expresses a proximity state between the aircraft of interest and an aircraft in vicinity.
- One ellipse corresponds to one aircraft in vicinity. It indicates that the closer the ellipse 15 to the reference line is, the more the aircraft in vicinity approaches the aircraft of interest.
- Intersection of the ellipse 15 and the reference line 11 means that, even if, for example, speed is changed along an avoidance proposal, a conflict occurs in the future. Therefore, an air traffic controller can determine occurrence probability of a conflict after performing an air traffic control along an avoidance proposal in accordance with the number of the ellipses 15 and the distance between the ellipse 15 and the reference line 11 .
- a time zone corresponding to the ellipse 15 is a time zone in which an aircraft in vicinity passes the same position as the aircraft of interest.
- an external system (not illustrated) of an air traffic control assistance system of the present invention may detect a conflict and generate a plurality of avoidance proposals for the conflict.
- An air traffic controller selects one of the plurality of avoidance proposals generated and inputs it to the air traffic control assistance system of the present invention.
- the selection of the avoidance proposal denotes a selection intended that an air traffic controller checks the graph illustrated in FIG. 1 and grasps the reliability of the avoidance proposal at present and in the future, but does not denote a selection intended to immediately employ the avoidance proposal and supply an instruction along the avoidance proposal to the aircraft of interest.
- the avoidance proposal selected by the air traffic controller may be input to the air traffic control assistance system of the present invention via the external system. Since one avoidance proposal corresponds to one aircraft, selection of an avoidance proposal corresponds to selection of an aircraft of interest.
- the avoidance proposal includes, for example, information such as the ID of an avoidance proposal, the ID of an aircraft whose state is to be changed, the details of a state change (details of a change in speed or altitude), and start and end time of the change.
- FIG. 2 is a block diagram illustrating a configuration example of an air traffic control assistance system of a first exemplary embodiment of the present invention.
- An air traffic control assistance system 1 of the present invention includes an obstacle figure calculating unit 2 , a link-including-plane transformation matrix calculating unit 3 , a course information display processing unit 4 , and a display unit 5 .
- a flight plan of each of aircraft is also input.
- Information of the position of the present aircraft of interest is also input together with the avoidance proposal to the air traffic control assistance system 1 .
- the obstacle figure calculating unit 2 receives input of the avoidance proposal selected by the air traffic controller and flight plans. According to the avoidance proposal, the obstacle figure calculating unit 2 calculates a link in the case of changing the state (speed or altitude) of the aircraft of interest indicated by the avoidance proposal. The obstacle figure calculating unit 2 calculates time when the aircraft of interest passes each of the FIXs on the basis of the speed of the aircraft of interest after the state change according to the avoidance proposal. It is sufficient for the obstacle figure calculating unit 2 to determine the start and end points of a link by adding the time to the x and y coordinates of the FIX.
- the obstacle figure calculating unit 2 calculates a figure expressing an obstacle (specifically, a figure expressing a range of an oceanic air traffic control separation of an aircraft in vicinity) by using each of the links of the aircraft of interest after the state change according to the avoidance proposal and links of aircrafts in vicinity (aircrafts other than the aircraft of interest).
- the figure is a figure in a three-dimensional space defined by the x and y axes in the map expressed two-dimensionally and the t axis expressing the passing time.
- the figure will be described.
- FIG. 3 is a schematic diagram illustrating a figure expressing the range of an oceanic air traffic control separation of an aircraft in vicinity.
- One link is expressed by a form of [(x coordinate of start point, y coordinate of start point, t coordinate of start point), (x coordinate of end point, y coordinate of end point, and t coordinate of end point)].
- the obstacle figure calculating unit 2 calculates each of links of an aircraft of interest after a state change according to an avoidance proposal.
- the obstacle figure calculating unit 2 specifies a combination of a link of an aircraft of interest and a link of an aircraft in vicinity whose time zones from the start point time to the end point time are at least partly overlapped.
- the obstacle figure calculating unit 2 sets all of aircrafts other than the aircraft of interest as aircrafts in vicinity and specifies a combination of a link of the aircraft of interest and a link of an aircraft in vicinity.
- FIG. 3 illustrates a combination of a set of links.
- a link FA is a link of an aircraft of interest.
- the end point times of the links FA and FB may not be the same time.
- the obstacle figure calculating unit 2 it is sufficient for the obstacle figure calculating unit 2 to calculate a cross point between a plane determined by the later start point time of the links FA and FB and the link of the earlier start point time and replace the three-dimensional coordinates of the start point of the link of the earlier start point time with the three-dimensional coordinates of the cross point.
- the start point times of the two links become common.
- the end point time of the link FA is advanced.
- the end point time of the link FA is delayed.
- a point S illustrated in FIG. 3 expresses the end point of a link in the case of increasing the speed of the aircraft of interest to the legal upper limit speed
- a point T expresses the end point of a link in the case of decreasing the speed of the aircraft of interest to the legal lower limit speed.
- the obstacle figure calculating unit 2 may calculate the points S and T.
- the obstacle figure calculating unit 2 may obtain time when the aircraft of interest passes an FIX in the case where the aircraft of interest travels at the legal upper limit speed or the legal lower limit speed.
- a plane including a start point O of the link FA and the points S and T is defined.
- the plane will be described as H 0 .
- the plane H 0 is a plane including lines connecting the FIXs on the map expressed two-dimensionally and perpendicular to the xy plane.
- a state of determining a circle using a point on the link FB as a center and whose radius is an oceanic air traffic control separation for each of points on the link FB of an aircraft in vicinity is assumed. It is assumed that the circle is a circle parallel to the plane including the x axis and the y axis illustrated in FIG. 3 . Consequently, as illustrated in FIG. 3 , an oblique column H 1 whose bottom is a circle is determined.
- the oblique column H 1 is a column body obtained by moving a circle, parallel to the xy plane and whose radius is the same as the oceanic air traffic control separation, along the link FB.
- the intersection between the plane H 0 and the oblique column H 1 is expressed by an ellipse “d” as illustrated in FIG. 3 .
- the ellipse “d” exists on the plane H 0 .
- the ellipse “d” and the link FA intersect in the three-dimensional space illustrated in FIG. 3 , it means that a conflict occurs.
- the ellipse “d” and the link FA do not intersect, it means that no conflict occurs.
- the ellipse “d” is a figure expressing a figure expressing the range of the oceanic air traffic control separation of an aircraft in vicinity in the plane H 0 including a three-dimensional vector of a link of an aircraft of interest and perpendicular to the xy plane.
- the obstacle figure calculating unit 2 obtains the ellipse “d” on the basis of a combination of a link of an aircraft of interest and a link of an aircraft in vicinity whose time zones from the start point time to the end point time are at least partly overlapped.
- the obstacle figure calculating unit 2 specifies a circle “c” using the start point (x B1 , y B1 , t B1 ) of the link FB as a center and whose radius is the oceanic air traffic control separation.
- the obstacle figure calculating unit 2 transforms the circle “c” to the ellipse “d” by calculation of Equation (1) expressed below.
- c 1 , c 2 , and c 3 are obtained by the following equations (2), (3), and (4), respectively.
- c 1 ( x B2 ⁇ x B1 )/ D 1 Equation (2)
- c 2 ( y B2 ⁇ y B1 )/ D 1 Equation (3)
- c 3 ( t B2 ⁇ t B1 )/ D 1 Equation (4)
- the obstacle figure calculating unit 2 to sample a plurality of points on the circumference of the circle “c”, substitute the x coordinate, the y coordinate, and the t coordinate for x, y, and t in the equation (1), and perform the calculation of the equation (1).
- Three-dimensional coordinates obtained by the calculation result are points on the circumference of the ellipse “d” in the three-dimensional space illustrated in FIG. 3 .
- the obstacle figure calculating unit 2 obtains the sampling points on the circumference of the ellipse “d.”
- a sampling point on the circumference of the ellipse “d” will be simply described as a sampling point on the ellipse “d.”
- the obstacle figure calculating unit 2 specifies all of the combinations of links whose time zones from the start point time to the end point time are at least partly overlapped for each of sets of the aircraft of interest and the aircraft in vicinity and performs calculation of obtaining sampling points on the ellipse “d” for each of the sets of the links, the calculation amount of the obstacle figure calculating unit 2 becomes large. Further, it does not experimentally occur that two aircrafts come close each other once and, after that, come close each other again.
- the obstacle figure calculating unit 2 specifies all of combinations of links whose time zones from the start point time to the end point time are at least partly overlapped for each of the sets of the aircraft of interest and the aircraft in vicinity and then, for each of the combinations of the links, performs a process of determining whether the ellipse “d” (more specifically, the sampling points on the ellipse “d”) is calculated or not.
- the obstacle figure calculating unit 2 calculates the ellipse “d” for only a combination of links determined to calculate the ellipse “d.” An example of a process of determining whether the ellipse “d” is calculated or not will be described hereinafter.
- a rectangle OPQR (refer to FIG. 3 ) using the link FA as a diagonal will be examined.
- O is the start point of the link FA
- Q is the end point of the link FA.
- the coordinates of P are (x A2 , y A2 , t A1 ) and the coordinates of R are (x A1 , y A1 , t A2 ).
- the rectangle OPQR exists on the plane H 0 .
- c 4 and c 5 are values obtained by calculation of the following equations (8) and (9), respectively.
- c 4 ( x B2 ⁇ x B1 )/( t B2 ⁇ t B1 ) Equation (8)
- c 5 ( y B2 ⁇ y B1 )/( t B2 ⁇ t B1 ) Equation (9)
- a quadrilateral (not illustrated) using the points O, P, Q′, and R′ as apexes is determined.
- the obstacle figure calculating unit 2 calculates the distance between the quadrilateral OPQ′R′ and the circle “c.” When the distance is less than a threshold value, the obstacle figure calculating unit 2 may determine that the ellipse “d” will be calculated. When the distance is equal to or larger than the threshold value, the obstacle figure calculating unit 2 may determine that the ellipse “d” will not be calculated. When the rectangle OPQ′R′ and the circle “c” are overlapped even partly, the obstacle figure calculating unit 2 may regard the distance between them as zero.
- the obstacle figure calculating unit 2 calculates the sampling points on the ellipse “d” for a combination of a link of the aircraft of interest and a link of the aircraft in vicinity, associates identification information of the combination of the links to the set of the sampling points on one ellipse “d” calculated from a pair of links, and inputs the information to the course information display processing unit 4 .
- the link-including-plane transformation matrix calculating unit 3 (hereinbelow, described as the transformation matrix calculating unit 3 ) will be described.
- the horizontal axis indicates FIXs.
- FIXs in reality are not generally arranged on one straight line.
- the transformation matrix calculating unit 3 calculates, for each of two-dimensional vectors, a transformation matrix expressing transformation from a plane including a two-dimensional vector and perpendicular to the xy plane to a plane defined by the x axis and the t axis (time axis) in the case of transforming each two-dimensional vector in the xy plane extending from one FIX to the next FIX along a route of the aircraft of interest so as to be arranged along the x axis in accordance with the order of the FIXs.
- the transformation matrix calculating unit 3 may calculate transformation matrices, for example, in order from a two-dimensional vector whose start point is an FIX through which the aircraft of interest passes earliest from the present time point.
- the FIX passed earliest can be specified on the basis of the present position of the aircraft of interest.
- the two-dimensional vector to be processed by the transformation matrix calculating unit 3 is not limited to the example.
- the transformation matrix calculating unit 3 may conveniently determine the present position of the aircraft of interest as FIX 1 , specify each two-dimensional vector vAi, and calculate a transformation matrix on the vAi.
- FIGS. 4 and 5 are explanatory diagrams illustrating a transformation matrix calculating process by the transformation matrix calculating unit 3 . It is assumed that FIXs through which the aircraft of interest passes are determined in order of FIX 1 , FIX 2 , FIX 3 , and FIX 4 in a flight plan along the route of the aircraft of interest.
- FIX 1 is an FIX through which the aircraft of interest passes earliest from the present time point.
- FIXs through which the aircraft of interest already has passed are ignored.
- the coordinates of the i-th FIX in FIX 1 and subsequent FIXs are expressed as (x Ai , y Ai ).
- v Ai ( x Ai+1 ⁇ x Ai ,y Ai+1 ⁇ y Ai ) Equation (10)
- i is an integer of 1 to n ⁇ 1.
- the FIXs do not exist on one straight line.
- the FIXs are expressed on one axis.
- the FIXs on the x axis illustrated in FIG. 1 are expressed as FIXs in the case of arranging two-dimensional vectors each extending from one FIX to the next FIX on the x axis while maintaining the magnitude of the two-dimensional vectors.
- a plane including a two-dimensional vector extending from one FIX to the next FIX and perpendicular to the xy plane corresponds to the plane H 0 illustrated in FIG. 3 .
- Each of the links of the aircraft of interest exists in the plane H 0 .
- V Ai illustrated in FIGS. 4 and 5 indicates a link corresponding to v Ai .
- the transformation matrix calculating unit 3 calculates a transformation matrix of transforming a point in a plane including v Ai and perpendicular to the xy plane to a point in the xt plane.
- the xt plane is a plane defined by the x axis and the t axis.
- the transformation matrix calculating unit 3 determines a transformation matrix (indicated as m i (1) ) which parallel-translates v Ai to the origin.
- m i (1) is expressed by the following equation (11).
- the transformation matrix calculating unit 3 determines a transformation matrix (indicated as m i (2) ) which turns a vector obtained by transforming v Ai by the transformation matrix m i (1) so as to be the same direction as the x axis.
- m i (2) is expressed by the following equation (12).
- ⁇ i denotes an angle formed by the vector obtained by transforming v Ai by the transformation matrix m i (1) and the x axis and is an angle in the range of ⁇ to ⁇ .
- ⁇ i is calculated by the following equation (13).
- the transformation matrix calculating unit 3 calculates a transformation matrix (indicated as m i (3) ) which parallel translates a vector obtained by transforming v Ai by the transformation matrices m i (1) and m i (2) along the x axis.
- m i (3) is expressed by the following equation (14).
- ⁇ in the equation (14) denotes a parallel translation amount at the time of performing translation parallel to the x-axis direction.
- the value of ⁇ used at the time of calculating a transformation matrix by paying attention to v Ai is a sum of magnitudes of vectors from v A1 to v Ai ⁇ 1 .
- the value of ⁇ used at the time of calculating a transformation matrix by paying attention to the first two-dimensional vector v A1 is zero.
- the transformation matrix calculating unit 3 obtains a transformation matrix (indicated as M i ) expressing transformation from a plane including the two-dimensional vector v A , and perpendicular to the xy plane to the xt plane by calculation of the following equation (15).
- M i m i (3) m i (2) m i (1) Equation (15)
- a point in the plane including the two-dimensional vector v Ai and perpendicular to the xy plane is transformed to the xt plane by the transformation matrix M i .
- a point in the plane including v Ai and perpendicular to the xy plane is expressed by an x coordinate, a y coordinate, and a t coordinate.
- M i it is sufficient to perform an operation of adding “1” as a fourth element to the three elements to obtain (x, y, t, 1) and multiplying the transposed matrix of (x, y, t, 1) from the right side of M i .
- the first element of the vector obtained as a result corresponds to the x coordinate
- the third element corresponds to the t coordinate.
- the t coordinate is not changed by the transformation matrix M i .
- FIG. 4 attention is paid to the first two-dimensional vector v A1 , and vectors obtained by transforming v A1 in order by and m 1 (1) , m 1 (2) , m 1 (3) are illustrated.
- a vector obtained by parallel translating v A1 to the origin by using the transformation matrix m 1 (1) is illustrated as a vector 31 .
- a vector obtained by turning the vector 31 in the same direction as the x axis by using the transformation matrix m 2 (1) is illustrated as a vector 32 .
- Paying attention to v A1 since a used in the case of determining m 1 (3) (refer to the equation (14)) is zero, the vector 32 is not shifted by m 1 (3) . Therefore, v A1 is transformed to the vector 32 by M 1 .
- a point in a plane including v A1 and perpendicular to the xy plane is also transformed to the xt plane.
- FIG. 5 attention is paid to the second two-dimensional vector v A2 , and vectors obtained by transforming v A2 in order by m 2 (1) , m 2 (2) , and m 2 (3) are illustrated.
- a vector obtained by parallel translating v A2 to the origin by using the transformation matrix m 2 (1) is illustrated as a vector 36 .
- a vector obtained by transforming the vector 36 in the same direction as the x axis by using the transformation matrix m 2 (2) is illustrated as a vector 37 .
- ⁇ used in the case of determining m 1 (3) (refer to the equation (14)) is a sum of magnitudes of vectors from v A1 to v Ai ⁇ 1 .
- ⁇ denotes the magnitude of the two-dimensional vector v A1 .
- a vector obtained by parallel translating the vector 37 in the x-axis direction only by the magnitude of the vector v A1 by using m 2 (3) is illustrated as a vector 38 . Therefore, v A2 is transformed to the vector 38 by M 2 .
- a point in the plane including v A2 and perpendicular to the xy plane is also transformed to the xt plane.
- the course information display processing unit 4 specifies the position of each of FIXs in the case of arranging the FIXs on the x axis while maintaining the magnitude of the two-dimensional vector from one FIX to the next FIX.
- the course information display processing unit 4 may specify the position of an FIX on the x axis by applying, to the start point of a two-dimensional vector in the xy plane illustrated in FIGS. 4 and 5 , the transformation matrix M i corresponding to the two-dimensional vector.
- the course information display processing unit 4 may apply the transformation matrix M i to the end point of a two-dimensional vector.
- the course information display processing unit 4 may also specify the position of an FIX on the x axis by accumulating values of magnitudes of vectors without using the transformation matrix M i .
- Time at which the aircraft of interest after the state change based on the avoidance proposal passes through each FIX is determined by the obstacle figure calculating unit 2 .
- the course information display processing unit 4 determines a reference line in the xt plane by connecting points each determined by a combination of the time and the position on the x axis (x coordinate) specified as the position of the FIX and displays the reference line together with the x axis and the t axis in the display unit 5 .
- the reference line 11 illustrated in FIG. 1 is displayed together with the x axis (the horizontal axis illustrated in FIG. 1 ) and the t axis (time axis, which is the vertical axis illustrated in FIG. 1 ).
- the course information display processing unit 4 displays, in the display unit 5 , the t axis using, for example, start time of the state change of the aircraft instructed by the avoidance proposal selected by the air traffic controller as an intersection point with the x axis.
- the course information display processing unit 4 transforms sampling points on the ellipse “d” (refer to FIG. 3 ) calculated by the obstacle figure calculating unit 2 for a combination of a link of the aircraft of interest and a link of the aircraft in vicinity to the xt plane by the transformation matrix M i calculated by the transformation matrix calculating unit 3 and makes an ellipse in the xt plane specified by the transformed points displayed together with the x axis and the t axis.
- an ellipse display process will be specifically described.
- the course information display processing unit 4 specifies the link of the aircraft of interest by the identification information and specifies the transformation matrix M i corresponding to the link of the aircraft of interest.
- the link of the aircraft of interest corresponds to the two-dimensional vector v ai (refer to FIG. 4 ) expressed in the xy plane. Therefore, the course information display processing unit 4 can specify the transformation matrix M i from the link of the aircraft of interest. By applying the transformation matrix M i to each of the sampling points on the ellipse “d”, the course information display processing unit 4 transforms the sampling point to the xt plane.
- the course information display processing unit 4 adds, as a fourth element, 1 to the x coordinate, y coordinate, and t coordinate of a sampling point to obtain (x, y, t, 1). Then, it is sufficient for the course information display processing unit 4 to multiply the transposed matrix of (x, y, t, 1) from the right side of M i .
- the first element (x coordinate) and the third element (t coordinate) of a vector obtained by the multiplication of the matrix express the point transformed onto the xt plane. For example, it is assumed that, as illustrated in FIGS.
- a sampling point on an ellipse 21 is obtained by a combination of the link V A2 of the aircraft of interest between FIX 2 and FIX 3 and a link (not illustrated) of an aircraft in vicinity corresponding to the two-dimensional vector v B .
- the course information display processing unit 4 transforms the sampling point to a point on the xt plane by applying the transformation matrix M 2 to the sampling point on the ellipse 21 .
- the course information display processing unit 4 displays, in the display unit 5 , an ellipse in the xt plane determined by the transformed sampling points together with the reference line 11 , the x axis, and the t axis.
- the course information display processing unit 4 performs a process of transforming each set of sampling points on the ellipse “d” calculated from a pair of links to the xt plane.
- the course information display processing unit 4 displays, in the display unit 5 , each of ellipses determined by the sampling points transformed to the xt plane. As a result, the ellipse 15 illustrated in FIG. 1 is displayed. It is sufficient for the course information display processing unit 4 to specify an ellipse in the xt plane by, for example, interpolating the transformed sampling points.
- the course information display processing unit 4 may display, in the display unit 5 , a line connecting points each determined by a combination of passing time of each of FIXs in the case where the aircraft of interest travels at the legal upper limit speed and the position on the x axis (x coordinate) specified as the position of the FIX. Similarly, the course information display processing unit 4 may make the display unit 5 display the line connecting points each determined by a combination of passing time of each of FIXs in the case where the aircraft of interest travels at the legal lower limit speed and the position on the x axis specified as the position of the FIX together with the x axis and the t axis. As a result, the lines 12 and 13 illustrated in FIG. 1 are also displayed. The course information display processing unit 4 may not make the display unit 5 display the lines 12 and 13 (refer to FIG. 1 ).
- the course information display processing unit 4 may display the output screen by limiting the range of the t axis to time of predetermined length. In the example illustrated in FIG. 1 , the range of the t axis is limited to length of one hour. In the example illustrated in FIG. 1 , any ellipse corresponding to the time zone after 13:00 is not displayed. The size of the range displayed as the output screen may be predetermined in such a manner.
- the course information display processing unit 4 may display the ellipse, the reference line, and the like within the range.
- the obstacle figure calculating unit 2 , the transformation matrix calculating unit 3 , and the course information display processing unit 4 are realized by, for example, a CPU (Central Processing Unit) which operates according to a computer.
- the CPU may read an air traffic control assistance program and operate as the obstacle figure calculating unit 2 , the transformation matrix calculating unit 3 , and the course information display processing unit 4 in accordance with the program.
- the air traffic control assistance program may be stored in a computer readable recording medium.
- the obstacle figure calculating unit 2 , the transformation matrix calculating unit 3 , and the course information display processing unit 4 may be realized by separate hardware.
- FIG. 6 is a flowchart illustrating an example of lapse of processes in the first exemplary embodiment of the present invention. It is assumed that a flight plan is preliminarily input to the air traffic control assistance system 1 . It is also assumed that an external system (not illustrated) detects a conflict and generates a plurality of avoidance proposals to avoid the conflict and an air traffic controller selects one avoidance proposal for the purpose of checking the output screen exemplified in FIG. 1 . It is assumed that, for example, the avoidance proposal selected by the air traffic controller and information of the present position of an aircraft of interest whose state is to be changed by the avoidance proposal are input from the external system to the air traffic control assistance system 1 .
- the transformation matrix calculating unit 3 calculates the transformation matrix Mi for each of vectors in the xy plane each connecting FIXs through which the aircraft of interest indicated by the avoidance proposal passes (step S 1 ). Since the process of calculating the transformation matrix Mi for each of vectors in the xy plane connecting the FIXs has been already described, the description will be omitted here.
- the transformation matrix calculating unit 3 inputs each of the calculated transformation matrices Mi to the course information display processing unit 4 .
- the obstacle figure calculating unit 2 calculates each of links in the case of changing the state (speed or altitude) of the aircraft of interest in accordance with the avoidance proposal. For example, as long as the transformation matrix calculating unit 3 calculates transformation matrices in order from a two-dimensional vector whose start point is an FIX through which the aircraft of interest passes earliest from the present time point, it is sufficient for the obstacle figure calculating unit 2 to generate each of a link using, as the start point, the FIX through which the aircraft of interest passes earliest from the present time point and subsequent links.
- the obstacle figure calculating unit 2 it is sufficient for the obstacle figure calculating unit 2 to generate a link corresponding to the two-dimensional vector v Ai as a target of calculating a transformation matrix by the transformation matrix calculating unit 3 as a link of the aircraft of interest in the case where the state is changed.
- the obstacle figure calculating unit 2 refers to the links of the aircraft of interest and links of the aircraft in vicinity and specifies combinations of links of the aircraft of interest and links of an aircraft in vicinity whose time zones from the start point time to the end point time are at least partly overlapped. For each of the combinations, the obstacle figure calculating unit 2 calculates sampling points on the ellipse “d” (refer to FIG.
- the obstacle figure calculating unit 2 associates the identification information of the combination of the links to the set of the sampling points on one ellipse “d” calculated from the pair of links, and inputs the information to the course information display processing unit 4 .
- the course information display processing unit 4 transforms the set of the sampling points on the ellipse “d” calculated for the combination of the link of the aircraft of interest and the link of the aircraft in vicinity onto the xt plane by the transformation matrix M i corresponding to the link of the aircraft of interest (step S 3 ).
- the course information display processing unit 4 performs the transformation of the sampling points on the ellipse for each of the sets of the sampling points on the ellipse “d” calculated from the pair of links.
- the course information display processing unit 4 specifies the position of each of the FIXs in the case of arranging the FIXs on the x axis while maintaining the magnitude of a two-dimensional vector from one FIX to the next FIX.
- the course information display processing unit 4 specifies a point determined by the combination of time when the aircraft of interest after the state change based on the avoidance proposal passes through each of the FIXs and the position on the x axis specified as the position of the FIX.
- the course information display processing unit 4 displays, in the display unit 5 , a line connecting the points (a reference line) together with the x axis and the t axis. At this time, on the basis of the sampling points on the ellipse on the xt plane obtained in step S 3 , the course information display processing unit 4 also displays an ellipse specified by the sampling points in the display unit 5 (step S 4 ).
- step S 4 the course information display processing unit 4 may also display the line 12 connecting points expressing passing time of the FIXs in the case where the aircraft of interest travels at the legal upper limit speed and the line 13 connecting points expressing passing time of the FIXs in the case where the aircraft of interest travels at the legal lower limit speed.
- the obstacle figure calculating unit 2 calculates the passing time of each FIX in the case where the aircraft of interest travels at the legal upper limit speed or legal lower limit speed.
- the course information display processing unit 4 displays, in the display unit 5 , for example, the t axis using start time of the state change instructed in the avoidance proposal as the intersection point with the x axis.
- the size of the range to be displayed as the output screen may be preliminarily determined. For example, using the intersection point between the x axis and the t axis as a reference, the range of the x axis and the range of the t axis to be displayed may be preliminarily determined.
- the course information display processing unit 4 may display an ellipse, a reference line, and the like within the range.
- step S 4 the display screen exemplified in FIG. 1 is displayed in the display unit 5 , and the air traffic controller checks the screen displayed in step S 4 .
- the ellipse 15 expresses a proximity state between the aircraft of interest and the aircraft in vicinity.
- One ellipse corresponds to one aircraft in vicinity. It also illustrates that the closer the ellipse 15 to the reference line is, the more the aircraft in vicinity comes close to the aircraft of interest.
- the air traffic controller can recognize probability of occurrence of a conflict after air traffic control is performed according to the selected avoidance proposal on the basis of the number of ellipses 15 and the distance between the ellipse 15 and the reference line 11 .
- the air traffic controller can recognize probability of occurrence of a conflict after air traffic control is performed according to the selected avoidance proposal on the basis of the number of ellipses 15 and the distance between the ellipse 15 and the reference line 11 .
- the air traffic controller is performed according to the avoidance proposal, a conflict will be detected again and an avoidance proposal has to be selected again in the future.
- the ellipse 15 which does not cross the reference line 11 but is close to the reference line 11 is displayed, it is understood that a conflict may easily occur again in the future.
- an air traffic controller can determine reliability at present and in the future of the selected avoidance proposal.
- each of the ellipses 15 does not belong to the range sandwiched by the lines 12 and 13 (refer to FIG. 1 ).
- the vertical axis is set as the time axis. Therefore, the display screen in step S 4 expresses not only the state in a certain point in the future but also the proximity state between the aircraft of interest and the aircraft in vicinity in a wide time zone. Consequently, an air traffic controller does not have to designate each time in the future but can understand, at a glance, the proximity state between the aircraft of interest and the aircraft in vicinity in a time zone in the future.
- the air traffic controller selects another avoidance proposal.
- the air traffic control assistance system 1 executes steps S 1 to S 4 on the selected avoidance proposal. It is sufficient for the air traffic controller to employ an avoidance proposal which is reliable at present and in the future and instruct the aircraft of interest in accordance with the avoidance proposal.
- reliability of an avoidance proposal at present and in the future can be displayed in a mode that an air traffic controller can easily understand.
- An air traffic control assistance system of a second exemplary embodiment of the present invention can be expressed by a configuration similar to that of FIG. 2 .
- the second exemplary embodiment will be described.
- the operation of a transformation matrix calculating unit 3 is similar to that of the first exemplary embodiment, and its description will be omitted.
- An obstacle figure calculating unit 2 performs the following operation in addition to the operation of the first exemplary embodiment.
- FIX passing time change information of an aircraft in vicinity is also input to the obstacle figure calculating unit 2 .
- the FIX passing time change information of an aircraft in vicinity is information expressing a change in FIX passing time of an aircraft in vicinity indicated in a flight plan.
- the FIX passing time change information of an aircraft in vicinity is generated by an air traffic controller and input to the obstacle figure calculating unit 2 .
- a mode of inputting the FIX passing time change information of an aircraft in vicinity is not particularly limited.
- an air traffic controller may perform an operation of advancing or retarding time when an aircraft in vicinity passes through a certain FIX by using an interface of an external system (not illustrated). According to the operation, the external system may input the FIX passing time change information of the aircraft in vicinity to the obstacle figure calculating unit 2 .
- An air traffic controller does not change a passing route of an aircraft in vicinity.
- the obstacle figure calculating unit 2 calculates a set of sampling points on an ellipse “d” in a manner similar to the first exemplary embodiment.
- the obstacle figure calculating unit 2 changes the link of the aircraft in vicinity in accordance with the FIX passing time change information.
- the obstacle figure calculating unit 2 calculates a set of sampling points on an ellipse “d” by a combination of a link of the aircraft in vicinity after the change and a link of an aircraft of interest (link of the aircraft of interest in the case of changing the state according to the avoidance proposal).
- FIG. 3 the operation of the obstacle figure calculating unit 2 will be described.
- FIX passing time change information indicating the content that the end point time of the link FB will be delayed by p minutes is input. It is assumed that no change is instructed as to the start point time of the link FB.
- the obstacle figure calculating unit 2 calculates sampling points on the ellipse “d” on the basis of the combination of the link FA and the link FB before the change.
- the operation is similar to that of the first exemplary embodiment.
- the obstacle figure calculating unit 2 changes the link FB to [(x B1 , y B1 , t B1 ), (x A2 , y B2 , t B2 +p)] according to the FIX passing time change information and, on the basis of the link after the change and the link FA of the aircraft of interest, calculates the sampling points on an ellipse in the three-dimensional space.
- a method of calculating an ellipse in the three-dimensional space is similar to that of the first exemplary embodiment.
- the end point time of the link FB is delayed by p minutes.
- the x coordinate and the y coordinate of the end point of the link FB are not changed. Consequently, an oblique column corresponding to the link of the aircraft in vicinity after the change is taller than the oblique column illustrated in FIG. 3 .
- the angle formed by the oblique column and the xy plane becomes larger. Therefore, the size and shape of an ellipse determined by intersection of the oblique column and the plane H 0 (refer to FIG. 3 ) also change. In the example, the inclination of the ellipse with respect to the xy plane increases and the length of the ellipse in the major axis direction increases.
- the link FB may be changed so as to advance the end point time of the link FB by p minutes.
- the start point time of the link FB may be advanced or delayed.
- a way of change in an ellipse determined by intersection of the oblique column and the plane H 0 also changes.
- the obstacle figure calculating unit 2 specifies a combination of a link of an aircraft of interest and a link of an aircraft in vicinity after the change whose time zones from start point time to end point time are overlapped at least partly, performs calculation similar to that in the first embodiment on the combination, and also calculates a set of sampling points on an ellipse in the case of changing the link of the aircraft in vicinity.
- the obstacle figure calculating unit 2 inputs not only the set of the sampling points on the ellipse calculated on the basis of the combination of the link FA and the link FB before the change but also the set of sampling points on the ellipse calculated on the basis of the combination of the link FA and the link FB after the change to the course information display processing unit 4 .
- the obstacle figure calculating unit 2 associates the identification information of the combination of the links for each set of the sampling points on the ellipse and inputs the information to the course information display processing unit 4 .
- the course information display processing unit 4 displays the reference line 11 together with the x axis and the t axis in the display unit 5 .
- the course information display processing unit 4 transforms the set of sampling points on the ellipse in the three-dimensional space calculated for each of the combinations of the links to the xt plane by using the transformation matrix Mi corresponding to the link of the aircraft of interest and displays the ellipse on the xt plane in the display unit 5 .
- Those processes are similar to those of the first exemplary embodiment.
- the course information display processing unit 4 changes the display mode of an ellipse between an ellipse on the xt plane obtained on the basis of a link of an aircraft in vicinity as in a flight plan and an ellipse on the xt plane obtained on the basis of a link of the aircraft in vicinity which is changed according to the FIX passing time change information.
- FIG. 7 is an explanatory diagram illustrating an example of an output screen of the second exemplary embodiment.
- the ellipse 15 illustrated in FIG. 7 is an ellipse on the xt plane obtained on the basis of a combination of the link of the aircraft in vicinity as in the flight plan and the link of the aircraft of interest in a manner similar to the first exemplary embodiment.
- An ellipse 16 illustrated in a display mode different from that of the ellipse 15 is an ellipse on the xt plane obtained on the basis of a combination of a link in the case of changing the FIX passing time of the aircraft in vicinity and the link of the aircraft of interest.
- FIG. 7 an example of the case of delaying the end point time of the link of the aircraft in vicinity is displayed.
- the inclination of the ellipse 16 with respect to the x axis becomes larger than the ellipse 15
- the length of the ellipse 16 in the major axis direction becomes longer than that of the ellipse 15 .
- the display modes of the ellipses 15 and 16 are not limited to the example illustrated in FIG. 7 .
- the course information display processing unit 4 may display the ellipses 15 and 16 so as to be discriminated by color density.
- an effect similar to that of the first exemplary embodiment is obtained and the proximity state between an aircraft of interest and an aircraft in vicinity in the case where FIX passing time of the aircraft in vicinity changes can be also displayed in a mode that an air traffic controller can easily understand.
- the ellipse 16 comes closer to the reference line 11 than the ellipse 15 . It is therefore understood that, when the state of the aircraft in vicinity changes as the air traffic controller designates, the reliability of the avoidance proposal selected by the air traffic controller decreases.
- An air traffic control assistance system of the third exemplary embodiment of the present invention can be expressed by a configuration similar to that of FIG. 2 .
- FIG. 2 the third exemplary embodiment will be described.
- the avoidance proposal selected by an air traffic controller not only the avoidance proposal selected by an air traffic controller but also avoidance proposals generated by an external system and the like are input to the air traffic control assistance system 1 .
- information of the present position of each of aircrafts of interest corresponding to each of the avoidance proposals is also input to the air traffic control assistance system 1 .
- the transformation matrix calculating unit 3 When each of the avoidance proposals is input, the transformation matrix calculating unit 3 performs a process similar to that of the first exemplary embodiment (the process of step S 1 illustrated in FIG. 6 ) for each avoidance proposal.
- the obstacle figure calculating unit 2 performs a process similar to that in the first exemplary embodiment (the process of step S 2 illustrated in FIG. 6 ) for each input avoidance proposal.
- the course information display processing unit 4 displays a list of the avoidance proposals in the display unit 5 .
- the course information display processing unit 4 varies the display modes of the avoidance proposals on the basis of reliability of each of the avoidance proposals.
- the course information display processing unit 4 determines the reliability of each of the avoidance proposals on the basis of the number of ellipses displayed in the output screen (the graph in the xt plane exemplified in FIG. 1 ).
- the course information display processing unit 4 counts the number of ellipses in the case of displaying the output screen in the display unit 5 in a manner similar to the first exemplary embodiment for each avoidance proposal. In this case, the course information display processing unit 4 does not have to actually display the graph in the xt plane including the reference line 11 and the ellipse 15 (refer to FIG. 1 ).
- the size of the range displayed as the output screen (for example, length of the t axis or the like) is predetermined.
- step S 3 illustrated in FIG. 6 the process of transforming an ellipse to the xt plane
- the course information display processing unit 4 displays the list of avoidance proposals in the display unit 5 by displaying each of the avoidance proposals in a display mode according to the count result in the display unit 5 .
- the course information display processing unit 4 may display avoidance proposals in different colors in accordance with the count results of the ellipses.
- the course information display processing unit 4 may display the avoidance proposals in different colors such as red in the case where the count result of ellipses is equal to or less than q and blue in the case where the count result is equal to or larger than q+1.
- the display mode of an avoidance proposal may be varied in a method other than the method of using different colors.
- FIG. 8 is a schematic diagram illustrating a display example of a list of avoidance proposals.
- an air traffic controller can select an avoidance proposal having higher reliability from a plurality of avoidance proposals in accordance with the display modes of the avoidance proposals. For example, in the example illustrated in FIG. 8 , an air traffic controller can determine that reliability of avoidance proposals 1 , 2 , and 4 is higher than that of avoidance proposals 3 and 5 .
- avoidance proposals are schematically illustrated.
- the ID of an avoidance proposal for example, the ID of an avoidance proposal, the ID of an aircraft as a target of a state change, the details of the state change (details of a change in speed or altitude), information of start and end time of a change, and the like are displayed.
- the air traffic control assistance system 1 When the avoidance proposal selected by the air traffic controller is input, it is sufficient for the air traffic control assistance system 1 to execute processes (steps S 1 to S 4 ) similar to those of the first exemplary embodiment at that time point. Alternatively, the second exemplary embodiment may be applied.
- a list of avoidance proposals of a conflict detected in advance can be presented to an air traffic controller in a mode that the reliability of each of the avoidance proposals can be easily understood.
- FIG. 9 is a block diagram illustrating main components of the present invention.
- the air traffic control assistance system 1 of the present invention has a figure specifying unit 71 , a transformation matrix calculating unit 72 , and a display processing unit 73 .
- the figure specifying unit 71 determines, as a set of interval information (for example, links) between passing points of a moving object (for example, aircraft) expressed by a set of three-dimensional coordinates using, as coordinate values, an x coordinate and a y coordinate of a passing point (for example, FIX) determined as a position where the moving object passes and passing time of the moving object, a set of interval information of the aircraft of interest as one of moving objects in the case where the state of the aircraft of interest as a target of a state change by an avoidance proposal for a near miss between the moving objects is changed on the basis of the avoidance proposal and interval information of an aircraft in vicinity as one of the moving objects other than the aircraft of interest, and specifies a figure (for example, the ellipse “d”) expressing a predetermined range defined by the aircraft in vicinity in a plane (for example, the plane H 0 ) including a three-dimensional vector expressed by the interval information of the aircraft of interest and per
- the transformation matrix calculating unit 72 calculates, for each two-dimensional vector, a transformation matrix (for example, transformation matrix Mi) expressing a transformation from a plane including the two-dimensional vector and perpendicular to the xy plane to a plane defined by the x axis and the time axis in the case of transforming two-dimensional vectors in the xy plane extending from a passing point of the aircraft of interest toward the next passing point so as to be arranged in order along the x axis.
- a transformation matrix for example, transformation matrix Mi
- the display processing unit 73 applies a transformation matrix corresponding to the interval information of the aircraft of interest used to specify the figure to the figure specified by the figure specifying unit 71 , thereby transforming the figure to the plane defined by the x axis and the time axis, and displays a line (for example, the reference line 11 ) connecting points each determined by a passing point and time when the aircraft of interest passes through the passing point and the transformed figure together with the x axis and the time axis.
- a transformation matrix corresponding to the interval information of the aircraft of interest used to specify the figure to the figure specified by the figure specifying unit 71 , thereby transforming the figure to the plane defined by the x axis and the time axis, and displays a line (for example, the reference line 11 ) connecting points each determined by a passing point and time when the aircraft of interest passes through the passing point and the transformed figure together with the x axis and the time axis.
- the reliability of the avoidance proposal at present and in the future can be displayed in a mode that an air traffic controller can easily understand.
- the figure specifying unit 71 may determine, when information of passing time of an aircraft in vicinity included in the interval information of the aircraft in vicinity is changed, a set of the interval information of the aircraft of interest and the interval information of an aircraft in vicinity after the change and, for each determined set, specify a figure expressing a predetermined range defined by the aircraft in vicinity.
- the display processing unit 73 may transform, by applying a transformation matrix corresponding to the interval information of the aircraft of interest used to specify the figure to the figure, the figure to the plane defined by the x axis and the time axis and displays the transformed figure.
- the figure specifying unit 71 may determine a set of the interval information of the aircraft of interest and the interval information of an aircraft in vicinity for each of aircrafts of interest corresponding to each of the avoidance proposals and specify figures expressing the predetermined range defined by each of the aircrafts in vicinity for each determined set.
- the transformation matrix calculating unit 72 may calculate transformation matrices for each of the aircrafts of interest corresponding to each of the avoidance proposals.
- the display processing unit 73 may transform, by applying the transformation matrices corresponding to the interval information of the aircrafts of interest used to specify the figures to the figures specified by the figure specifying means for each of the aircrafts of interest corresponding to each of the avoidance proposals, the figures to the plane defined by the x axis and the time axis and displays a list of the avoidance proposals while varying display modes of the avoidance proposals in accordance with the number of the figures existing in a predetermined range in the plane.
- the figure specifying unit 71 may specify the figure corresponding to an intersection part between a column body (for example, the oblique column body H 1 ) defined by moving a circle parallel to the xy plane and whose radius is a constant (for example, oceanic air traffic control separation) along a three-dimensional vector expressed by interval information of the aircraft in vicinity and a plane including the three-dimensional vector expressed by the interval information of the aircraft of interest and perpendicular to the xy plane.
- a column body for example, the oblique column body H 1
- whose radius is a constant (for example, oceanic air traffic control separation) along a three-dimensional vector expressed by interval information of the aircraft in vicinity and a plane including the three-dimensional vector expressed by the interval information of the aircraft of interest and perpendicular to the xy plane.
- the figure specifying unit 71 may calculate time when the aircraft of interest passes through a passing point in the case of travelling at a upper limit speed and time when the aircraft of interest passes through a passing point in the case of travelling at a lower limit speed.
- the display processing unit 73 may display a line (for example, the line 12 ) connecting points each determined by the passing point and time when the aircraft of interest passes through the passing point in the case of traveling at the upper limit speed and a line (for example, the line 13 ) connecting points each determined by a passing point and time when the aircraft of interest passes through the passing point in the case of travelling at the lower limit speed.
- the present invention is preferably applied to an air traffic control assistance system which makes an air traffic controller determine reliability of a conflict avoidance proposal more easily.
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Abstract
Description
- PTL 1: Japanese Unexamined Patent Application Publication No. 2012-118697 (paragraphs 0027, 0030 to 0033, and the like)
- PTL 2: Japanese Unexamined Patent Application Publication No. 2000-276700 (
page 1, paragraph 0058, FIG. 4, and the like)
c 1=(x B2 −x B1)/D 1 Equation (2)
c 2=(y B2 −y B1)/D 1 Equation (3)
c 3=(t B2 −t B1)/D 1 Equation (4)
c 4=(x B2 −x B1)/(t B2 −t B1) Equation (8)
c 5=(y B2 −y B1)/(t B2 −t B1) Equation (9)
v Ai=(x Ai+1 −x Ai ,y Ai+1 −y Ai) Equation (10)
M i =m i (3) m i (2) m i (1) Equation (15)
- 1 Air traffic control assistance system
- 2 Obstacle figure calculating unit
- 3 link-including-plane transformation matrix calculating unit
- 4 course information display processing unit
- 5 display unit
Claims (5)
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JP2013-072179 | 2013-03-29 | ||
JP2013072179 | 2013-03-29 | ||
PCT/JP2014/001795 WO2014156169A1 (en) | 2013-03-29 | 2014-03-27 | Air traffic control assistance system, air traffic control assistance method, and air traffic control assistance program |
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US20160042647A1 US20160042647A1 (en) | 2016-02-11 |
US9520067B2 true US9520067B2 (en) | 2016-12-13 |
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CN109255981B (en) * | 2018-08-31 | 2022-09-13 | 温州云航信息科技有限公司 | Enhanced control instruction support system and method based on attention focus perception |
FR3111465B1 (en) * | 2020-06-12 | 2023-06-02 | Thales Sa | System and method for rapid and reliable complexity detection of overhead sectors |
CN118334914B (en) * | 2024-06-13 | 2024-08-13 | 中国航空工业集团公司沈阳飞机设计研究所 | Comprehensive guidance method for multi-task waypoints of airplane formation |
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US20160042647A1 (en) | 2016-02-11 |
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JPWO2014156169A1 (en) | 2017-02-16 |
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